Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "224" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 110 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 108 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459927 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.215571 | 7.285190 | 4.093709 | 3.592252 | 3.104113 | 0.771618 | -2.025041 | -2.164375 | 0.5433 | 0.5582 | 0.3227 | nan | nan |
| 2459926 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 3.885727 | 3.754045 | 2.943541 | 2.629642 | 0.820246 | 0.977394 | 0.580887 | 0.687962 | 0.7389 | 0.7552 | 0.2413 | nan | nan |
| 2459925 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.119189 | 3.357681 | 4.603159 | 4.278052 | 3.924342 | 4.207094 | 2.602541 | 1.461171 | 0.7314 | 0.7263 | 0.2549 | nan | nan |
| 2459924 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.674390 | 6.278652 | 4.596563 | 4.369875 | 5.829441 | 5.702921 | -0.583063 | -0.481514 | 0.6328 | 0.6504 | 0.3816 | nan | nan |
| 2459923 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.016510 | 6.646891 | 4.910204 | 4.389647 | 4.216530 | 4.425463 | 1.790547 | 1.052765 | 0.6813 | 0.6900 | 0.3540 | nan | nan |
| 2459922 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.719423 | 7.052352 | 4.561001 | 4.101916 | 7.838784 | 7.842701 | -2.539946 | -2.490504 | 0.6200 | 0.6317 | 0.3981 | nan | nan |
| 2459921 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459920 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.217672 | 6.764019 | 3.691775 | 3.219837 | 5.792845 | 5.653363 | -5.030359 | -4.983905 | 0.6105 | 0.6273 | 0.4184 | nan | nan |
| 2459919 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.558585 | 7.428005 | 4.318226 | 3.945742 | 7.597910 | 8.398982 | -4.759632 | -4.614518 | 0.6111 | 0.6279 | 0.3843 | nan | nan |
| 2459918 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.382477 | 7.943793 | 4.598797 | 4.244435 | 5.340687 | 5.307974 | -1.892539 | -3.308799 | 0.6268 | 0.6376 | 0.3938 | nan | nan |
| 2459917 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.361128 | 6.898187 | 4.913944 | 4.570493 | 4.068221 | 6.552002 | -4.431790 | -4.523409 | 0.6799 | 0.6867 | 0.4563 | nan | nan |
| 2459916 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.153597 | 6.945374 | 4.154572 | 3.907352 | 5.934330 | 6.206000 | -4.781856 | -4.780035 | 0.6283 | 0.6427 | 0.3971 | nan | nan |
| 2459915 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.446816 | 7.240147 | 5.447141 | 5.249613 | 5.987726 | 5.837808 | 0.721169 | -0.465531 | 0.6640 | 0.6717 | 0.3729 | nan | nan |
| 2459914 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.713348 | 7.368979 | 6.227207 | 5.953098 | 6.780922 | 7.229272 | 5.488724 | 4.970887 | 0.6810 | 0.6893 | 0.3353 | nan | nan |
| 2459913 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.328058 | 7.924708 | 5.366614 | 4.947349 | 7.239172 | 7.226064 | 1.870611 | -2.277714 | 0.6469 | 0.6449 | 0.4043 | nan | nan |
| 2459912 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.281224 | 6.645352 | 4.555421 | 3.926738 | 7.148381 | 6.183287 | -3.751740 | -3.950530 | 0.6249 | 0.6386 | 0.4017 | nan | nan |
| 2459911 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.574066 | 6.092422 | 4.651396 | 4.187273 | 6.961393 | 5.556219 | -3.146737 | -3.355305 | 0.6205 | 0.6353 | 0.4055 | nan | nan |
| 2459910 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.869720 | 6.363263 | 4.493072 | 4.050824 | 7.072013 | 5.881158 | -3.001947 | -3.198520 | 0.6238 | 0.6374 | 0.4045 | nan | nan |
| 2459909 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.198318 | 6.605548 | 4.190856 | 3.710596 | 5.993855 | 4.761644 | -3.602056 | -3.708794 | 0.6230 | 0.6362 | 0.4040 | nan | nan |
| 2459908 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.500923 | 6.760911 | 4.024496 | 3.504502 | 5.209480 | 4.398222 | -3.919584 | -4.020978 | 0.6297 | 0.6457 | 0.4010 | nan | nan |
| 2459907 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.325888 | 6.735689 | 4.359908 | 3.786396 | 5.426504 | 4.783164 | -3.654054 | -3.587561 | 0.6253 | 0.6399 | 0.3991 | nan | nan |
| 2459906 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.640432 | 7.075473 | 5.200455 | 4.706585 | 6.542782 | 6.741184 | -4.758909 | -4.447374 | 0.6197 | 0.6355 | 0.4005 | nan | nan |
| 2459905 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.193059 | 6.730307 | 4.940120 | 4.555929 | 10.224395 | 10.932901 | -3.966912 | -4.003814 | 0.6078 | 0.6272 | 0.4074 | nan | nan |
| 2459904 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.324449 | 6.751257 | 5.651249 | 5.166944 | 7.481685 | 8.335345 | -6.437710 | -6.392588 | 0.6111 | 0.6283 | 0.4016 | nan | nan |
| 2459903 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.368362 | 6.868239 | 5.013000 | 4.577947 | 5.991031 | 6.362285 | -6.394068 | -6.299136 | 0.6130 | 0.6283 | 0.4062 | nan | nan |
| 2459902 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.371570 | 7.884752 | 5.489764 | 5.197584 | 6.177749 | 6.685956 | -3.572990 | -3.711530 | 0.6213 | 0.6309 | 0.4001 | nan | nan |
| 2459901 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.346343 | 7.720296 | 4.556222 | 4.113159 | 5.839953 | 5.627879 | -4.320702 | -4.209685 | 0.6175 | 0.6307 | 0.4068 | nan | nan |
| 2459900 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.488978 | 7.290325 | 4.547420 | 4.050526 | 7.402512 | 5.851105 | -4.021615 | -3.880696 | 0.5629 | 0.5728 | 0.3384 | nan | nan |
| 2459898 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.881955 | 6.131185 | 4.727598 | 4.247888 | 6.860707 | 7.688422 | -4.989627 | -4.817818 | 0.6244 | 0.6339 | 0.4029 | nan | nan |
| 2459897 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.784703 | 6.023536 | 5.126011 | 4.443062 | 7.875296 | 8.225146 | -5.120429 | -4.912419 | 0.6219 | 0.6304 | 0.4018 | nan | nan |
| 2459896 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.699822 | 6.038815 | 4.841924 | 4.338596 | 8.400240 | 8.994828 | -3.578513 | -3.546385 | 0.6209 | 0.6321 | 0.4020 | nan | nan |
| 2459895 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.561803 | 6.045855 | 6.652280 | 6.460643 | 8.779053 | 9.162643 | 5.646305 | 5.094908 | 0.7092 | 0.6958 | 0.3047 | nan | nan |
| 2459894 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.942637 | 7.022834 | 4.884256 | 4.276654 | 8.051088 | 8.457179 | -4.232641 | -4.384593 | 0.6367 | 0.6350 | 0.3919 | nan | nan |
| 2459893 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.984182 | 6.908059 | 4.614127 | 4.032708 | 6.642408 | 7.682709 | -5.063655 | -5.227775 | 0.6385 | 0.6410 | 0.3913 | nan | nan |
| 2459892 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.602711 | 6.866985 | 5.371448 | 4.857334 | 5.451905 | 5.781409 | -4.504880 | -4.645402 | 0.6350 | 0.6420 | 0.3943 | nan | nan |
| 2459891 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.136336 | 6.091013 | 5.833548 | 5.141387 | 7.411585 | 8.738493 | -4.147094 | -4.088426 | 0.6307 | 0.6364 | 0.3982 | nan | nan |
| 2459890 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.236436 | 6.479274 | 7.134519 | 6.796437 | 6.490917 | 7.426654 | -2.737471 | -3.269650 | 0.6370 | 0.6375 | 0.3965 | nan | nan |
| 2459889 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.080230 | 6.992784 | 5.762159 | 5.060470 | 8.943822 | 10.718584 | -5.695774 | -5.868950 | 0.6425 | 0.6392 | 0.3914 | nan | nan |
| 2459888 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.624347 | 5.699209 | 6.448671 | 6.009250 | 8.746639 | 9.995256 | -0.095066 | 0.007288 | 0.6496 | 0.6489 | 0.3898 | nan | nan |
| 2459887 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.964776 | 6.645131 | 5.436368 | 5.211898 | 6.261228 | 8.674990 | -3.536675 | -3.240777 | 0.6364 | 0.6270 | 0.3855 | nan | nan |
| 2459886 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.113738 | 7.010011 | 5.119128 | 4.812620 | 5.865490 | 7.042279 | 2.116029 | 1.537752 | 0.7196 | 0.7014 | 0.3318 | nan | nan |
| 2459885 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 11.420473 | 10.795532 | 54.391740 | 54.002656 | 13.134234 | 17.657586 | 14.731405 | 9.372972 | 0.6899 | 0.6790 | 0.3626 | nan | nan |
| 2459884 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.614148 | 5.792990 | 6.259407 | 5.911830 | 6.826253 | 8.407424 | -3.815625 | -4.012045 | 0.6498 | 0.6414 | 0.3904 | nan | nan |
| 2459883 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.454586 | 8.859262 | 47.400847 | 47.310634 | 6.931961 | 9.863290 | -7.677049 | -7.509810 | 0.6521 | 0.6473 | 0.3817 | nan | nan |
| 2459882 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 15.155830 | 14.512723 | 56.254670 | 55.666851 | 9.930461 | 13.607432 | -3.344229 | -3.714294 | 0.6588 | 0.6477 | 0.3761 | nan | nan |
| 2459881 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.853249 | 9.365257 | 63.020151 | 62.678487 | 19.314913 | 26.763001 | -4.729434 | 2.132647 | 0.6972 | 0.7043 | 0.3246 | nan | nan |
| 2459880 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 10.713082 | 10.145152 | 50.624877 | 50.741850 | 5.937598 | 8.377627 | -4.019065 | -4.569759 | 0.6508 | 0.6497 | 0.3878 | nan | nan |
| 2459879 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.053012 | 4.448541 | 3.292181 | 2.968534 | 0.720542 | 1.198338 | -4.829063 | -5.201270 | 0.6404 | 0.6493 | 0.3966 | nan | nan |
| 2459878 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 9.946904 | 9.830615 | 61.426052 | 61.732422 | 10.138846 | 14.231191 | -8.504643 | -9.393874 | 0.6434 | 0.6542 | 0.3906 | nan | nan |
| 2459839 | RF_ok | 100.00% | - | - | - | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459830 | RF_ok | 100.00% | 59.68% | 59.68% | 0.00% | 100.00% | 0.00% | 34.875550 | 35.102424 | 26.089008 | 25.361091 | 38.517287 | 34.178073 | -4.622855 | -5.841322 | 0.3097 | 0.2090 | 0.2097 | 0.898884 | 0.917566 |
| 2459829 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 36.316951 | 35.272176 | 26.683517 | 25.960524 | 27.321841 | 29.123855 | -9.297019 | -10.125019 | 0.6883 | 0.5887 | 0.4347 | 0.000000 | 0.000000 |
| 2459828 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 29.338128 | 29.630599 | 19.771700 | 19.211054 | 34.559393 | 30.185356 | -2.789833 | -5.461316 | 0.7408 | 0.4508 | 0.5537 | 0.000000 | 0.000000 |
| 2459827 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 28.291701 | 27.196138 | 33.442183 | 32.379539 | 24.011079 | 23.822610 | -3.520582 | -3.919995 | 0.7033 | 0.6020 | 0.4240 | 0.000000 | 0.000000 |
| 2459826 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 27.598732 | 27.767804 | 26.367360 | 26.005600 | 45.522129 | 40.716339 | -1.399063 | -1.169303 | 0.7341 | 0.4709 | 0.5271 | 15.201537 | 8.445186 |
| 2459825 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 30.341455 | 30.110734 | 20.413671 | 20.033604 | 25.559865 | 23.069909 | -1.065310 | -1.139767 | 0.7310 | 0.4816 | 0.5227 | 3.210815 | 2.479832 |
| 2459824 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 23.113511 | 22.181181 | 29.661710 | 28.899860 | 9.767507 | 17.137599 | -3.994357 | -4.316920 | 0.6656 | 0.6714 | 0.3779 | 0.000000 | 0.000000 |
| 2459823 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 30.309040 | 29.741259 | 21.832031 | 21.589928 | 30.915896 | 31.615699 | 17.362579 | 18.028482 | 0.7052 | 0.5545 | 0.4739 | 8.906316 | 6.358276 |
| 2459822 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 30.544625 | 30.325371 | 24.517020 | 24.089162 | 28.604662 | 26.714691 | -0.674297 | -0.827856 | 0.7278 | 0.5026 | 0.5090 | 2.745647 | 2.364894 |
| 2459821 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 35.008721 | 35.380132 | 24.286033 | 24.133100 | 24.589424 | 23.277788 | -2.018706 | -1.740933 | 0.7127 | 0.5030 | 0.5107 | 2.685336 | 2.477383 |
| 2459820 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 29.860824 | 28.840455 | 30.099136 | 29.210088 | 63.244555 | 63.016738 | -6.228163 | -6.553623 | 0.7125 | 0.6009 | 0.4381 | 4.582914 | 3.948537 |
| 2459817 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459816 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 25.574182 | 26.453720 | 29.675229 | 28.884131 | 43.564067 | 41.429927 | -5.639492 | -6.367809 | 0.7927 | 0.5029 | 0.6111 | 3.191507 | 2.737207 |
| 2459815 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 30.745597 | 30.808636 | 22.603195 | 22.235513 | 43.437906 | 42.925476 | 2.433762 | 1.261764 | 0.7059 | 0.5510 | 0.5110 | 2.792786 | 2.621117 |
| 2459814 | RF_ok | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 8.215571 | 7.285190 | 8.215571 | 3.592252 | 4.093709 | 0.771618 | 3.104113 | -2.164375 | -2.025041 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 3.885727 | 3.754045 | 3.885727 | 2.629642 | 2.943541 | 0.977394 | 0.820246 | 0.687962 | 0.580887 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 5.119189 | 5.119189 | 3.357681 | 4.603159 | 4.278052 | 3.924342 | 4.207094 | 2.602541 | 1.461171 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 6.674390 | 6.674390 | 6.278652 | 4.596563 | 4.369875 | 5.829441 | 5.702921 | -0.583063 | -0.481514 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 7.016510 | 6.646891 | 7.016510 | 4.389647 | 4.910204 | 4.425463 | 4.216530 | 1.052765 | 1.790547 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Temporal Variability | 7.842701 | 7.052352 | 7.719423 | 4.101916 | 4.561001 | 7.842701 | 7.838784 | -2.490504 | -2.539946 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 7.217672 | 6.764019 | 7.217672 | 3.219837 | 3.691775 | 5.653363 | 5.792845 | -4.983905 | -5.030359 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Temporal Variability | 8.398982 | 7.558585 | 7.428005 | 4.318226 | 3.945742 | 7.597910 | 8.398982 | -4.759632 | -4.614518 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 8.382477 | 7.943793 | 8.382477 | 4.244435 | 4.598797 | 5.307974 | 5.340687 | -3.308799 | -1.892539 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 7.361128 | 6.898187 | 7.361128 | 4.570493 | 4.913944 | 6.552002 | 4.068221 | -4.523409 | -4.431790 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 7.153597 | 7.153597 | 6.945374 | 4.154572 | 3.907352 | 5.934330 | 6.206000 | -4.781856 | -4.780035 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 7.446816 | 7.446816 | 7.240147 | 5.447141 | 5.249613 | 5.987726 | 5.837808 | 0.721169 | -0.465531 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 7.713348 | 7.713348 | 7.368979 | 6.227207 | 5.953098 | 6.780922 | 7.229272 | 5.488724 | 4.970887 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 8.328058 | 7.924708 | 8.328058 | 4.947349 | 5.366614 | 7.226064 | 7.239172 | -2.277714 | 1.870611 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 7.281224 | 6.645352 | 7.281224 | 3.926738 | 4.555421 | 6.183287 | 7.148381 | -3.950530 | -3.751740 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Temporal Variability | 6.961393 | 6.092422 | 6.574066 | 4.187273 | 4.651396 | 5.556219 | 6.961393 | -3.355305 | -3.146737 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Temporal Variability | 7.072013 | 6.363263 | 6.869720 | 4.050824 | 4.493072 | 5.881158 | 7.072013 | -3.198520 | -3.001947 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 7.198318 | 6.605548 | 7.198318 | 3.710596 | 4.190856 | 4.761644 | 5.993855 | -3.708794 | -3.602056 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 7.500923 | 7.500923 | 6.760911 | 4.024496 | 3.504502 | 5.209480 | 4.398222 | -3.919584 | -4.020978 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 7.325888 | 6.735689 | 7.325888 | 3.786396 | 4.359908 | 4.783164 | 5.426504 | -3.587561 | -3.654054 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 7.640432 | 7.075473 | 7.640432 | 4.706585 | 5.200455 | 6.741184 | 6.542782 | -4.447374 | -4.758909 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Temporal Variability | 10.932901 | 6.730307 | 7.193059 | 4.555929 | 4.940120 | 10.932901 | 10.224395 | -4.003814 | -3.966912 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Temporal Variability | 8.335345 | 6.751257 | 7.324449 | 5.166944 | 5.651249 | 8.335345 | 7.481685 | -6.392588 | -6.437710 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 7.368362 | 6.868239 | 7.368362 | 4.577947 | 5.013000 | 6.362285 | 5.991031 | -6.299136 | -6.394068 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 8.371570 | 8.371570 | 7.884752 | 5.489764 | 5.197584 | 6.177749 | 6.685956 | -3.572990 | -3.711530 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 8.346343 | 8.346343 | 7.720296 | 4.556222 | 4.113159 | 5.839953 | 5.627879 | -4.320702 | -4.209685 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 8.488978 | 8.488978 | 7.290325 | 4.547420 | 4.050526 | 7.402512 | 5.851105 | -4.021615 | -3.880696 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Temporal Variability | 7.688422 | 6.131185 | 6.881955 | 4.247888 | 4.727598 | 7.688422 | 6.860707 | -4.817818 | -4.989627 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Temporal Variability | 8.225146 | 6.023536 | 6.784703 | 4.443062 | 5.126011 | 8.225146 | 7.875296 | -4.912419 | -5.120429 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Temporal Variability | 8.994828 | 6.038815 | 6.699822 | 4.338596 | 4.841924 | 8.994828 | 8.400240 | -3.546385 | -3.578513 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Temporal Variability | 9.162643 | 6.561803 | 6.045855 | 6.652280 | 6.460643 | 8.779053 | 9.162643 | 5.646305 | 5.094908 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Temporal Variability | 8.457179 | 7.022834 | 7.942637 | 4.276654 | 4.884256 | 8.457179 | 8.051088 | -4.384593 | -4.232641 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 7.984182 | 7.984182 | 6.908059 | 4.614127 | 4.032708 | 6.642408 | 7.682709 | -5.063655 | -5.227775 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 7.602711 | 6.866985 | 7.602711 | 4.857334 | 5.371448 | 5.781409 | 5.451905 | -4.645402 | -4.504880 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Temporal Variability | 8.738493 | 7.136336 | 6.091013 | 5.833548 | 5.141387 | 7.411585 | 8.738493 | -4.147094 | -4.088426 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Temporal Variability | 7.426654 | 6.479274 | 7.236436 | 6.796437 | 7.134519 | 7.426654 | 6.490917 | -3.269650 | -2.737471 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Temporal Variability | 10.718584 | 8.080230 | 6.992784 | 5.762159 | 5.060470 | 8.943822 | 10.718584 | -5.695774 | -5.868950 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Temporal Variability | 9.995256 | 5.699209 | 6.624347 | 6.009250 | 6.448671 | 9.995256 | 8.746639 | 0.007288 | -0.095066 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Temporal Variability | 8.674990 | 6.645131 | 6.964776 | 5.211898 | 5.436368 | 8.674990 | 6.261228 | -3.240777 | -3.536675 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 7.113738 | 7.113738 | 7.010011 | 5.119128 | 4.812620 | 5.865490 | 7.042279 | 2.116029 | 1.537752 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Power | 54.391740 | 10.795532 | 11.420473 | 54.002656 | 54.391740 | 17.657586 | 13.134234 | 9.372972 | 14.731405 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Temporal Variability | 8.407424 | 5.792990 | 6.614148 | 5.911830 | 6.259407 | 8.407424 | 6.826253 | -4.012045 | -3.815625 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Power | 47.400847 | 8.859262 | 9.454586 | 47.310634 | 47.400847 | 9.863290 | 6.931961 | -7.509810 | -7.677049 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Power | 56.254670 | 14.512723 | 15.155830 | 55.666851 | 56.254670 | 13.607432 | 9.930461 | -3.714294 | -3.344229 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Power | 63.020151 | 9.365257 | 9.853249 | 62.678487 | 63.020151 | 26.763001 | 19.314913 | 2.132647 | -4.729434 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Power | 50.741850 | 10.145152 | 10.713082 | 50.741850 | 50.624877 | 8.377627 | 5.937598 | -4.569759 | -4.019065 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 5.053012 | 4.448541 | 5.053012 | 2.968534 | 3.292181 | 1.198338 | 0.720542 | -5.201270 | -4.829063 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Power | 61.732422 | 9.830615 | 9.946904 | 61.732422 | 61.426052 | 14.231191 | 10.138846 | -9.393874 | -8.504643 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Temporal Variability | 38.517287 | 34.875550 | 35.102424 | 26.089008 | 25.361091 | 38.517287 | 34.178073 | -4.622855 | -5.841322 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 36.316951 | 35.272176 | 36.316951 | 25.960524 | 26.683517 | 29.123855 | 27.321841 | -10.125019 | -9.297019 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Temporal Variability | 34.559393 | 29.630599 | 29.338128 | 19.211054 | 19.771700 | 30.185356 | 34.559393 | -5.461316 | -2.789833 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Power | 33.442183 | 28.291701 | 27.196138 | 33.442183 | 32.379539 | 24.011079 | 23.822610 | -3.520582 | -3.919995 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Temporal Variability | 45.522129 | 27.767804 | 27.598732 | 26.005600 | 26.367360 | 40.716339 | 45.522129 | -1.169303 | -1.399063 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 30.341455 | 30.110734 | 30.341455 | 20.033604 | 20.413671 | 23.069909 | 25.559865 | -1.139767 | -1.065310 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Power | 29.661710 | 23.113511 | 22.181181 | 29.661710 | 28.899860 | 9.767507 | 17.137599 | -3.994357 | -4.316920 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Temporal Variability | 31.615699 | 29.741259 | 30.309040 | 21.589928 | 21.832031 | 31.615699 | 30.915896 | 18.028482 | 17.362579 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | 30.544625 | 30.544625 | 30.325371 | 24.517020 | 24.089162 | 28.604662 | 26.714691 | -0.674297 | -0.827856 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Shape | 35.380132 | 35.380132 | 35.008721 | 24.133100 | 24.286033 | 23.277788 | 24.589424 | -1.740933 | -2.018706 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Temporal Variability | 63.244555 | 29.860824 | 28.840455 | 30.099136 | 29.210088 | 63.244555 | 63.016738 | -6.228163 | -6.553623 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Temporal Variability | 43.564067 | 26.453720 | 25.574182 | 28.884131 | 29.675229 | 41.429927 | 43.564067 | -6.367809 | -5.639492 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | ee Temporal Variability | 43.437906 | 30.808636 | 30.745597 | 22.235513 | 22.603195 | 42.925476 | 43.437906 | 1.261764 | 2.433762 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224 | N19 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |